{"id":"W4405659311","doi":"10.1186/s12913-024-11569-w","title":"Enhanced recovery after surgery in Pakistan: a qualitative descriptive analysis of current practices and future directions","year":2024,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McGill University; McGill University Health Centre","funders":"","keywords":"Health administration; Medicine; Nursing research; Health informatics; Teamwork; Nursing; Health care; Context (archaeology); Public health; Qualitative research; Descriptive statistics; Health services research; Medical education; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01050311,0.0003998135,0.0006064149,0.001587375,0.00589089,0.002796821,0.001163895,0.0008056877,0.002509692],"category_scores_gemma":[0.01216218,0.0005283585,0.000331442,0.002597251,0.004686202,0.00315723,0.002647356,0.001582805,0.0002415972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007052273,"about_ca_system_score_gemma":0.009920234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01768485,"about_ca_topic_score_gemma":0.02883422,"domain_scores_codex":[0.995176,0.002981729,0.0002513226,0.0003041714,0.0004919976,0.0007949157],"domain_scores_gemma":[0.9895517,0.007492565,0.001036033,0.0002351809,0.001079955,0.0006045291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002840769,0.00003724958,0.005548861,0.0003482704,0.000003955269,0.0007775504,0.9837797,0.0000479364,0.000444688,0.00120792,0.0006204321,0.007154955],"study_design_scores_gemma":[0.00000190522,0.00002269152,0.002288868,0.000230514,0.00000233862,0.0002020972,0.9923472,0.00005688101,0.0001480965,0.0002011979,0.004488078,0.00001003341],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846486,0.001172211,0.003540841,0.003997176,0.00006823368,0.0005886814,0.0006677092,0.00002131282,0.005295198],"genre_scores_gemma":[0.9909651,0.001861526,0.002745217,0.001137432,0.00002090492,0.0007509812,0.0002368918,0.00002355005,0.002258293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01768485,"threshold_uncertainty_score":0.05554646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038309521167889,"score_gpt":0.5104907685318534,"score_spread":0.4066598164150644,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}